




"""simple docstring"""

def 		_snake_case	(   _snake_case				:   list[list[float]]				)       ->   list[list[float]]:






      '''simple docstring'''


      _A     =  []
      for data in source_data:
            for i, el in enumerate(_snake_case				):
                  if len(_snake_case				) < i + 1:
                        data_lists.append([]				)
                  data_lists[i].append(float(_snake_case				)				)
      return data_lists






def 		_snake_case	(   _snake_case				:   list[list[float]]							,    _snake_case				:   list[int]				)       ->   list[list[float]]:






      '''simple docstring'''


      _A     =  []
      for dlist, weight in zip(_snake_case							,    _snake_case				):
            _A     =  min(_snake_case				)
            _A     =  max(_snake_case				)

            _A     =  []
            # for weight 0 score is 1 - actual score
            if weight == 0:
                  for item in dlist:
                        try:
                              score.append(1 - ((item - mind) / (maxd - mind))				)
                        except ZeroDivisionError:
                              score.append(1				)

            elif weight == 1:
                  for item in dlist:
                        try:
                              score.append((item - mind) / (maxd - mind)				)
                        except ZeroDivisionError:
                              score.append(0				)

        # weight not 0 or 1
            else:
                  _A     =  F'''Invalid weight of {weight:f} provided'''
                  raise ValueError(_snake_case				)

            score_lists.append(_snake_case				)

      return score_lists






def 		_snake_case	(   _snake_case				:   list[list[float]]				)       ->   list[float]:






      '''simple docstring'''


      _A     =  [0 for i in range(len(score_lists[0]				)				)]

      for slist in score_lists:
            for j, ele in enumerate(_snake_case				):
                  _A     =  final_scores[j] + ele

      return final_scores







def 		_snake_case	(   _snake_case				:   list[list[float]]							,    _snake_case				:   list[int]				)       ->   list[list[float]]:






      '''simple docstring'''


      _A     =  get_data(_snake_case				)
      _A     =  calculate_each_score(_snake_case							,    _snake_case				)
      _A     =  generate_final_scores(_snake_case				)

      # append scores to source data
      for i, ele in enumerate(_snake_case				):
            source_data[i].append(_snake_case				)

      return source_data








"""simple docstring"""





from math import log

from scipy.constants import Boltzmann, physical_constants

SCREAMING_SNAKE_CASE__   =  300  # TEMPERATURE (unit = K)


def      UpperCAmelCase__				(    SCREAMING_SNAKE_CASE	:		float				,		SCREAMING_SNAKE_CASE	:		float				,		SCREAMING_SNAKE_CASE	:		float				,		):







      '''simple docstring'''




      if donor_conc <= 0:
            raise ValueError("""Donor concentration should be positive"""     )
      elif acceptor_conc <= 0:
            raise ValueError("""Acceptor concentration should be positive"""     )
      elif intrinsic_conc <= 0:
            raise ValueError("""Intrinsic concentration should be positive"""     )
      elif donor_conc <= intrinsic_conc:
            raise ValueError(
                """Donor concentration should be greater than intrinsic concentration"""     )
      elif acceptor_conc <= intrinsic_conc:
            raise ValueError(
                """Acceptor concentration should be greater than intrinsic concentration"""     )
      else:
            return (
                Boltzmann
                * T
                * log((donor_conc * acceptor_conc) / intrinsic_conc**2     )
                / physical_constants["electron volt"][0]
            )


if __name__ == "__main__":
       import doctest

       doctest.testmod()






